Akshatha-Mohan.github.io/experience.html at master · Akshatha-Mohan/Akshatha-Mohan.github.io · GitHub

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<!DOCTYPE html>
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  <title>Akshatha Mohan | Experience</title>
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<body>
  <header class="site-header">
    <div class="container site-header-inner">
      <div class="brand">Akshatha Mohan</div>
      <nav class="menu">
        <a href="index.html">Home</a>
        <a href="publications.html">Publications</a>
        <a href="projects.html">Projects</a>
        <a class="active" href="experience.html">Experience</a>
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  </header>

  <main class="container layout">
    <aside class="author-card">
      <img class="avatar" src="images/avatar.jpg" alt="Akshatha Mohan profile photo" />
      <h1 class="author-name">Akshatha Mohan</h1>
      <p class="author-role">Graduate Research Assistant, WashU Medicine MIR/CIRC</p>
      <p class="author-meta"><i class="fa-solid fa-location-dot"></i> St. Louis, Missouri</p>
      <div class="author-links">
        <a href="mailto:akshatha.mohan@tamu.edu"><i class="fa-regular fa-envelope"></i></a>
        <a href="https://scholar.google.com/citations?hl=en&user=GF29N0wAAAAJ" target="_blank" rel="noreferrer"><i class="fa-solid fa-graduation-cap"></i></a>
        <a href="https://www.linkedin.com/in/akshatha-mohan-495972188/" target="_blank" rel="noreferrer"><i class="fa-brands fa-linkedin"></i></a>
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    </aside>

    <section class="content">
      <h2 class="page-title">Research and Professional Experience</h2>
      <p class="lead">My work combines medical AI research, explainable computer vision, and production-grade engineering.</p>

      <div class="section">
        <h2>Timeline</h2>

        <article class="timeline-item">
          <h3>Graduate Research Assistant, WashU Medicine MIR/CIRC</h3>
          <p><strong>Present</strong></p>
          <ul class="clean-list">
            <li>Researching clinically grounded medical AI methods in computational imaging.</li>
            <li>Developing robust evaluation and modeling strategies for translational imaging pipelines.</li>
          </ul>
        </article>

        <article class="timeline-item">
          <h3>Duke Collaborative Project: Lung CT IQA and Harmonization</h3>
          <p><strong>2025 - Present</strong></p>
          <ul class="clean-list">
            <li>Evaluated 13 IQA metrics across structural, perceptual, and statistical categories.</li>
            <li>Analyzed NLST, VLST, and DLCS cohorts for detection, classification, and COPD quantification tasks.</li>
            <li>Studied CT-HARMONICA harmonization effects on realism, statistical bias, and quantitative consistency.</li>
          </ul>
        </article>

        <article class="timeline-item">
          <h3>Machine Learning Research Assistant, Texas A&amp;M University</h3>
          <p><strong>June 2023 - 2024</strong></p>
          <ul class="clean-list">
            <li>Developed lacunarity-based pooling for texture-aware image classification.</li>
            <li>Co-authored work in CVPRW, IGARSS, and ICMLA on vision and explainable AI.</li>
          </ul>
        </article>

        <article class="timeline-item">
          <h3>Android Security Software Engineer, Ittiam Systems</h3>
          <p><strong>September 2021 - June 2022</strong></p>
          <ul class="clean-list">
            <li>Built AOSP fuzzing infrastructure and vulnerability analysis workflows.</li>
          </ul>
        </article>

        <article class="timeline-item">
          <h3>Research Intern, IISc</h3>
          <p><strong>May 2021 - August 2021</strong></p>
          <ul class="clean-list">
            <li>Analyzed codec and network tradeoffs for real-time video transmission.</li>
          </ul>
        </article>
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